cl_algo::RBC Namespace Reference

Offers classes associated with the Random Ball Cover data structure. More...

Classes
class	RBCComputeDists
	Interface class for the rbcComputeDists kernels. More...
class	RBCConstruct
	Interface class for constructing the Random Ball Cover data structure. More...
class	RBCMin
	Interface class for the rbcMinDists kernel. More...
class	RBCPermute
	Interface class for the rbcPermute kernel. More...
class	RBCSearch
	Interface class for searching for nearest neighbors, of a set of queries, in the Random Ball Cover data structure. More...
class	RBCSearch< K, P, KernelTypeS::GENERIC >
	Interface class for searching for nearest neighbors, of a set of queries, in the Random Ball Cover data structure. More...
class	RBCSearch< K, P, KernelTypeS::KINECT >
	Interface class for searching for nearest neighbors, of a set of queries, in the Random Ball Cover data structure. More...
class	Reduce
	Interface class for the reduce kernels. More...
class	Scan
	Interface class for the scan kernel. More...

Enumerations
enum	KernelTypeC : uint8_t {   KernelTypeC::SHARED_NONE, KernelTypeC::SHARED_R, KernelTypeC::SHARED_X_R, KernelTypeC::KINECT,   KernelTypeC::KINECT_R, KernelTypeC::KINECT_X_R }
	Enumerates the kernels available for computing the array of distances in the construction step. More...
enum	ReduceConfig : uint8_t { ReduceConfig::MIN, ReduceConfig::MAX }
	Enumerates configurations for the Reduce class. More...
enum	ScanConfig : uint8_t { ScanConfig::INCLUSIVE, ScanConfig::EXCLUSIVE }
	Enumerates configurations for the Scan class. More...
enum	RBCPermuteConfig : uint8_t { RBCPermuteConfig::GENERIC, RBCPermuteConfig::KINECT }
	Enumerates configurations for the RBCPermute class. More...
enum	KernelTypeS : uint8_t { KernelTypeS::GENERIC, KernelTypeS::KINECT }
	Enumerates the kernels available for computing the array of distances (Q-X[L]) during search. More...
enum	Staging : uint8_t { Staging::NONE, Staging::I, Staging::O, Staging::IO }
	Enumerates staging buffer configurations. More...

Detailed Description

Offers classes associated with the Random Ball Cover data structure.

Enumeration Type Documentation

enum cl_algo::RBC::KernelTypeC : uint8_t

strong

Enumerates the kernels available for computing the array of distances in the construction step.

Enumerator
SHARED_NONE	Refers to the rbcComputeDists_SharedNone kernel.
SHARED_R	Refers to the rbcComputeDists_SharedR kernel.
SHARED_X_R	Refers to the rbcComputeDists_SharedXR kernel.
KINECT	Refers to the rbcComputeDists_Kinect kernel.
KINECT_R	Refers to the rbcComputeDists_Kinect_R kernel.
KINECT_X_R	Refers to the rbcComputeDists_Kinect_XR kernel.

enum cl_algo::RBC::KernelTypeS : uint8_t

strong

Enumerates the kernels available for computing the array of distances (Q-X[L]) during search.

Enumerator
GENERIC	Refers to the rbcComputeQXDists kernel.
KINECT	Refers to the rbcComputeQXDists_Kinect kernel.

enum cl_algo::RBC::RBCPermuteConfig : uint8_t

strong

Enumerates configurations for the RBCPermute class.

Enumerator
GENERIC	Identifies the case of data of arbitrary dimensionality.
KINECT	Identifies the case of Kinect point clouds in \( \mathbb{R}^8 \).

enum cl_algo::RBC::ReduceConfig : uint8_t

strong

Enumerates configurations for the Reduce class.

Enumerator
MIN	Identifies the case of min reduce.
MAX	Identifies the case of max reduce.

enum cl_algo::RBC::ScanConfig : uint8_t

strong

Enumerates configurations for the Scan class.

Enumerator
INCLUSIVE	Identifies the case of inclusive scan.
EXCLUSIVE	Identifies the case of exclusive scan.

enum cl_algo::RBC::Staging : uint8_t

strong

Enumerates staging buffer configurations.

It's meant to be used when making a call to the init method of one of the cl_algo classes. It specifies which staging buffers to be instantiated.

Enumerator
NONE	Do not instantiate any staging buffers.
I	Instantiate the input staging buffers.
O	Instantiate the output staging buffers.
IO	Instantiate both input and output staging buffers.